Novel binary differential evolution algorithm for knapsack problems.
Ismail M. AliDaryl EssamKathryn KasmarikPublished in: Inf. Sci. (2021)
Keyphrases
- differential evolution algorithm
- knapsack problem
- evolutionary algorithm
- optimization problems
- differential evolution
- binary variables
- global numerical optimization
- control parameters
- test problems
- scale factor
- optimal solution
- dynamic programming
- initial population
- linear programming relaxation
- np hard
- greedy algorithm
- optimization model
- convergence speed
- multi objective
- special case
- genetic algorithm
- metaheuristic
- optimization algorithm
- artificial neural networks
- maximum profit